{"id":"W3001447444","doi":"10.1002/cpsc.103","title":"Xeno‐Free Reprogramming of Peripheral Blood Mononuclear Erythroblasts on Laminin‐521","year":2020,"lang":"en","type":"article","venue":"Current Protocols in Stem Cell Biology","topic":"Pluripotent Stem Cells Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stemcell Technologies","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Reprogramming; Peripheral blood mononuclear cell; Induced pluripotent stem cell; Biology; Immunology; Erythroblast; Cell biology; Stem cell; Cell; In vitro; Haematopoiesis; Embryonic stem cell; Biochemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003683904,0.0003125057,0.0004439188,0.00008708352,0.00005446138,0.00002316252,0.0008515239,0.0003056563,0.00005101801],"category_scores_gemma":[0.00008352139,0.0002925246,0.0001630543,0.0002581756,0.0002343845,0.000006405969,0.0006747389,0.0003873969,0.00003291002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002698595,"about_ca_system_score_gemma":0.0001198652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008476329,"about_ca_topic_score_gemma":0.000006869635,"domain_scores_codex":[0.9972485,0.0003583856,0.0006279535,0.0009494981,0.0002090232,0.0006066292],"domain_scores_gemma":[0.9986119,0.00003803217,0.0002475332,0.0008161664,0.0001015599,0.0001848696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009360471,0.0008258487,0.01409473,0.0007627149,0.00005037979,0.00001602878,0.0002694915,0.0001453864,0.951,0.0001305039,0.0007308949,0.03103796],"study_design_scores_gemma":[0.004551753,0.006388397,0.0004999771,0.0002232304,0.00001520178,0.00000646369,0.0001386004,0.0002710719,0.849267,0.00005204876,0.1380793,0.0005069096],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9622064,0.0008214385,0.0002899921,0.0002256779,0.0001591424,0.03255702,0.0000784205,0.00004766949,0.003614247],"genre_scores_gemma":[0.9829003,0.0001327974,0.0005312149,0.00008603509,0.0002873932,0.01575602,0.00008984069,0.00005988028,0.0001565776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1373484,"threshold_uncertainty_score":0.9999527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04840759145854754,"score_gpt":0.3288480826461197,"score_spread":0.2804404911875721,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}